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DOI:
计算机系统应用英文版:2012,21(8):6-9,26
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基于HBase 的农业无线传感信息存储系统
(上海理工大学 光电信息与计算机工程学院, 上海 200093)
HBase-Based Storage System for Wireless Sensor Information of Agriculture
(School of Optical-Electrical and Computer Engineering, University Of Shanghai for Science and Technology, Shanghai 200093, China)
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Received:November 13, 2011    Revised:December 26, 2011
中文摘要: 无线传感网络由于分布的跨区域性,随着无线传感网络的扩张,如何高效组织存储这些跨区域的大规模的传感数据是近年来研究的热点和难点。根据大规模传感器数量大、分布广的特点,设计使用分层次的分布式存储方案。Hadoop 的HBase 是一个分布式的数据库,提供实时读写、随即访问、高可扩展性和高可用性的存储服务。使用HBase 构建两层存储架构,分别存放区域内传感器数据和传感器数据的元数据。实验表明,该系统有良好的扩展性、存储和查询效率,能够满足大规模传感器数据的存储问题。
Abstract:Wireless Sensor Networks which spread widely, and with the expansion of WSNs make it difficult to store the collecting massive data. Considering large number of sensors which is large number and widespread, this paper designs layered distributed storage solution, Hbase, which is a project of Hadoop, is a distributed database, providing real-time read/write random-access large-scale data sets,high scalable and high available storing service. This paper will describe how to store the massive data by two layer storage architecture to store sensor data from different regions and meta data of those sensors. Experiments show that this system with high scalability, storage and query efficiency can solve the massive sensor data storage.
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基金项目:国家自然科学基金(60970012,61003031);上海信息技术领域重点科技攻关项目(09511501000);上海重点科技项目(09220502800);上海市重点学科建设项目(S30501)
引用文本:
周利珍,陈庆奎.基于HBase 的农业无线传感信息存储系统.计算机系统应用,2012,21(8):6-9,26
ZHOU Li-Zhen,CHEN Qing-Kui.HBase-Based Storage System for Wireless Sensor Information of Agriculture.COMPUTER SYSTEMS APPLICATIONS,2012,21(8):6-9,26